Cathy Shyr

According to our database, Cathy Shyr authored at least 11 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

LLM-as-a-Judge in Healthcare: A Scoping Analysis of Applications, Methods, and Human Alignment.

Lingyao Li, Deyi Li, Chen Chen, Renkai Ma, Runlong Yu, Mingquan Lin, Rui Yin, Lizhou Fan, Cathy Shyr, Siyuan Ma, Mei Liu, Steven Bethard

CoRR, May, 2026

An artificial intelligence framework for end-to-end rare disease phenotyping from clinical notes using large language models.

Cathy Shyr, Yan Hu, Rory J. Tinker, Thomas Cassini, Kevin W. Byram, Rizwan Hamid, Daniel Fabbri, Adam Wright, Josh F. Peterson, Lisa Bastarache, Hua Xu

CoRR, February, 2026

Information extraction from clinical notes: are we ready to switch to large language models?

Yan Hu, Xu Zuo, Yujia Zhou, Xueqing Peng, Jimin Huang, Vipina Kuttichi Keloth, Vincent J. Zhang, Ruey-Ling Weng, Cathy Shyr, Qingyu Chen, Xiaoqian Jiang, Kirk E. Roberts, Hua Xu

J. Am. Medical Informatics Assoc., 2026

2025

Reply to Layne et al.'s Letter to the Editor.

Cathy Shyr, Paul A. Harris

J. Am. Medical Informatics Assoc., 2025

Accuracy of Large Language Models in Generating Rare Disease Differential Diagnosis Using Key Clinical Features.

Cathy Shyr, Rory J. Tinker, Paul A. Harris, Alex C. Cheng, Kevin W. Byram, Lisa Bastarache, Josh F. Peterson, Rizwan Hamid, Hua Xu, Thomas Cassini

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

2024

Identifying and Extracting Rare Diseases and Their Phenotypes with Large Language Models.

Cathy Shyr, Yan Hu, Lisa Bastarache, Alex C. Cheng, Rizwan Hamid, Paul A. Harris, Hua Xu

J. Heal. Informatics Res., June, 2024

Illuminating the landscape of high-level clinical trial opportunities in the <i>All of Us</i> Research Program.

Cathy Shyr, Lina Sulieman, Paul A. Harris

J. Am. Medical Informatics Assoc., 2024

Leveraging artificial intelligence to summarize abstracts in lay language for increasing research accessibility and transparency.

Cathy Shyr, Randall W. Grout, Nan Kennedy, Yasemin Akdas, Maeve Tischbein, Joshua Milford, Jason Tan, Kaysi Quarles, Terri L. Edwards, Laurie L. Novak, Jules White, Consuelo H. Wilkins, Paul A. Harris

J. Am. Medical Informatics Assoc., 2024

Empowering the biomedical research community: Innovative SAS deployment on the <i>All of Us</i> Researcher Workbench.

Izabelle P. Humes, Cathy Shyr, Moira Dillon, Zhongjie Liu, Jennifer Peterson, Chris De St. Jeor, Jacqueline Malkes, Hiral Master, Brandy Mapes, Romuladus Azuine, Nakia Mack, Bassent Abdelbary, Joyonna Gamble-George, Emily Goldmann, Stephanie Cook, Fatemeh Choupani, Rubin Baskir, Sydney J. McMaster, Chris Lunt, Karriem Watson, Minnkyong Lee, Sophie Schwartz, Ruchi Munshi, David Glazer, Eric Banks, Anthony Philippakis, Melissa A. Basford, Dan M. Roden, Paul A. Harris

J. Am. Medical Informatics Assoc., 2024

2023

Identifying and Extracting Rare Disease Phenotypes with Large Language Models.

Cathy Shyr, Yan Hu, Paul A. Harris, Hua Xu

CoRR, 2023

2022

Multi-Study Boosting: Theoretical Considerations for Merging vs. Ensembling.

Cathy Shyr, Pragya Sur, Giovanni Parmigiani, Prasad Patil

CoRR, 2022